datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
webvid-10MSwissCrop25
SwissCrop25
A national benchmark dataset for operational crop mapping in Switzerland, providing Sentinel-2
time series, daily temperature data, and parcel-level crop type labels across seven growing
seasons (2019–2025).
Introduced in: SwissCrop25: A National Multi-Year Benchmark for Operational Crop Mapping
(TerraBytes II Workshop, ECCV 2026) — [Paper] [Code] [Team]
Highlights
Nationwide coverage of Switzerland (41,285 km²)
Seven growing seasons (2019–2025)
73… See the full description on the dataset page: https://huggingface.co/datasets/EOA-team/SwissCrop25.Spatial-DISE
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models
📋 Overview
Spatial-DISE is a comprehensive benchmark dataset designed to evaluate spatial reasoning capabilities in vision-language models. The dataset focuses on various aspects of spatial intelligence including 3D perception, spatial transformation, and geometric reasoning across multiple difficulty levels.
🧪 Evaluation Support
Supported:… See the full description on the dataset page: https://huggingface.co/datasets/TACPS-liv/Spatial-DISE.ridgelora-cross-sensor-sd302d-f-to-m-20260825
RidgeLoRA-FP: SD302A-F to SD302D-M cross-sensor experiment
This public archive contains the leakage-controlled direct cross-sensor
experiment used to evaluate whether Stage-2 synthetic target-sensor images
help recognition on a physically different real sensor.
Locked protocol
Source/condition sensor: NIST SD302A device F.
Target sensor: NIST SD302D device M.
Identity: subject:finger-position; the same fingers exist across both
collections.
Subject split: 160… See the full description on the dataset page: https://huggingface.co/datasets/LamTNguyen/ridgelora-cross-sensor-sd302d-f-to-m-20260825.typhoon-intensity-classification
Typhoon - Image Classification Dataset
This dataset comes from PTIT AI Challenge and is organized for a multi-class image classification task focusing on tropical cyclone (typhoon) intensity estimation.
Dataset Structure
The directory structure is organized as follows:
train/
├── images/
│ ├── image1.jpg
│ └── ...
└── annotations.csv (only present in the train folder)
The public_test and private_test sets are used to evaluate and score the… See the full description on the dataset page: https://huggingface.co/datasets/star092304/typhoon-intensity-classification.UK_Traffic_Sign_Inspection_Datasettesting-goldstandard-cuthill
Dataset Card for Curated Gold Standard Hoyal Cuthill Dataset
Dataset Description
Dorsal full body images of subspecies of Heliconius erato and Heliconius melpomene (18 subspecies total).
There are 960 images with 320 specimens (3 images of each specimen: Original/ Bird transformed/ Butterfly transformed)
The original images are low-resolution RGB photographs (photographs were "cropped and resized to a height of 64 pixels (maintaining the original image aspect ratio and… See the full description on the dataset page: https://huggingface.co/datasets/jrw2989/testing-goldstandard-cuthill.Recruitment-Task-3
DeepWeeds - AI-MED AGH convenience mirror
This is a convenience mirror of the official DeepWeeds image archive and the
upstream annotations pinned to a specific commit. original/images.zip is
preserved unchanged; images are not extracted or duplicated here. models.zip
from the source authors is deliberately not mirrored.
Dataset facts
17,509 in-situ images from Queensland, Australia.
Nine classes: eight weed species plus Negative.
The authors publish five folds… See the full description on the dataset page: https://huggingface.co/datasets/AI-MED-AGH/Recruitment-Task-3.hmdb51-pick-run-stand
HMDB51 — Pick / Run / Stand (frames procesados)
Subconjunto procesado del dataset HMDB51 para un caso de uso de
clasificación de productividad de empleados en almacén mediante visión por
computadora: distinguir entre trabajador activo (recogiendo / corriendo)
e inactivo/pausado (parado).
Clases
Clase HMDB51
Etiqueta de negocio
pick
Activo (Pick Up)
run
Activo (Running)
stand
Inactivo/Pausado (Standing)
Estadísticas
492 videos… See the full description on the dataset page: https://huggingface.co/datasets/treborDev/hmdb51-pick-run-stand.Synth-Text-Eng-512x128
Synthetic Text Images (English)
A synthetic dataset of rendered text images with rich per-sample
annotations: the text itself, its rendering attributes, background
description, applied post-processing, and a natural-language caption.
Each image is generated by compositing English text over a procedurally
generated background with random font, color, position, rotation, blur,
brightness and noise. All samples are accompanied by a structured
metadata.csv and a ready-to-use… See the full description on the dataset page: https://huggingface.co/datasets/Nininkkka/Synth-Text-Eng-512x128.PP
SteelBench: A Diagnostic Benchmark for Vision-Language Models in Industrial Safety Monitoring
SteelBench is a diagnostic benchmark of densely annotated CCTV clips from an
operating integrated steel plant. It is designed to evaluate vision-language
models (VLMs) on real-world industrial action recognition, PPE assessment,
and safety-violation detection — under naturally occurring degradation
(dust, glare, steam, low light), at distances and crowdedness levels that
curated… See the full description on the dataset page: https://huggingface.co/datasets/ThinkingHub/PP.Aperdata-SimReady-Kitchen-01
Aperdata-SimReady-Kitchen-01
A curated collection of SimReady 3D assets for World Models and Physical AI research, especially for synthetic data generation, scene composition, embodied AI simulation, and vision-language/robot-learning experiments. Free for non-commercial use.
Dataset Version: 1.0.0
Assets list
Scene：
Kitchen_Indoor
props：
biscuit
coffee_bean
coffee_machine
container_storage
cooking_clay_pot
cooking_pot
cup_coffee
cup_general… See the full description on the dataset page: https://huggingface.co/datasets/Aperdata-tech/Aperdata-SimReady-Kitchen-01.tamawalt-n-imZZyann
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/Tamazight-NLP/tamawalt-n-imZZyann.test
Overview
lalalalalalalalanewwwwwwhhhhjyfjyf
This project aims to introduce and release a comprehensive food image dataset designed specifically for computer vision tasks, particularly food recognition, classification, and nutritional analysis. We hope this dataset will provide a reliable resource for researchers and developers to advance the field of food AI. By publishing on Hugging Face, we expect to foster community collaboration and accelerate innovation in applications… See the full description on the dataset page: https://huggingface.co/datasets/mkzheng/test.beyond_the_lab_neurips_paperimage-transcreationTriALS-Report
TriALS-Report: A Multi-Center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT
Study workflow. Non-contrast CT volumes are paired with the triphasic contrast-enhanced report of the same patient; findings are extracted from the report to form the label space, and models are evaluated on disease diagnosis and report generation.
TriALS-Report is a multi-centre benchmark for abdominal disease diagnosis from non-contrast CT (NCCT), where the… See the full description on the dataset page: https://huggingface.co/datasets/marwankefah/TriALS-Report.Disaster-Type_Classification_Dataset_for_Automated_Fact-Checking
DTCD-AFC: Disaster-Type Classification Dataset for Automated Fact-Checking
Overview
The DTCD-AFC is a dataset designed for disaster-type classification evaluation for automated fact-checking.
It consists of multimodal social media posts collected based on past natural disasters, each labeled with the disaster type to which its content relates.
The social media posts are sourced from CrisisMMD.
Files
disaster_type_classification_dataset_for_afc.csv: The CSV… See the full description on the dataset page: https://huggingface.co/datasets/o-yas/Disaster-Type_Classification_Dataset_for_Automated_Fact-Checking.sat-captchas-v1
SAT Captchas V1
This dataset archive contains CAPTCHA images from the SAT CFDI verification flow targeted by the sat-captcha-solver project.
Release Context
As of the morning of March 25, 2026, the specific CAPTCHA targeted by this project had been deprecated. That deprecation is the reason the related code and this dataset archive were made public.
Contents
images.tar: archive containing the CAPTCHA image files under images/
labels.csv: filename-to-label… See the full description on the dataset page: https://huggingface.co/datasets/Thermostatic/sat-captchas-v1.Galaxy10DECaLS.tsv
Dataset Card for Galaxy10DECals.tsv
Dataset Description
Dataset Summary
Galaxy10DECaLS is a curated image classification dataset with 1,774 galaxy images across 10 classes. It evaluates models’ ability to classify astronomical objects based on visual features.
Dataset Details
Image Source: All images are derived from the DESI Legacy Imaging Surveys, which encompasses three sub-surveys:
Beijing-Arizona Sky Survey (BASS)
DECam Legacy Survey (DECaLS)… See the full description on the dataset page: https://huggingface.co/datasets/YuJJJJin/Galaxy10DECaLS.tsv.fish-vista-test
Dataset Card for Fish-Visual Trait Analysis (Fish-Vista)
Dataset Deetails
Dataset Description
The Fish-Visual Trait Analysis (Fish-Vista) dataset is a large, annotated collection of 60K fish images spanning 1900 different species; it supports several challenging and biologically relevant tasks including species classification, trait identification, and trait segmentation. These images have been curated through a sophisticated data processing… See the full description on the dataset page: https://huggingface.co/datasets/egrace479/fish-vista-test.